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Article

A computationally efficient algorithm for genomic prediction using a Bayesian model.

Genetics, selection, evolution : GSE - 30 Apr 2015

Wang Tingting, Chen Yi-Ping Phoebe, Goddard Michael E, Meuwissen Theo H E, Kemper Kathryn E, Hayes Ben J

Abstract excerpt

BACKGROUND: Genomic prediction of breeding values from dense single nucleotide polymorphisms (SNP) genotypes is used for livestock and crop breeding, and can also be used to predict disease risk in humans. For some traits, the most accurate genomic predictions are achieved with non-linear estimates of SNP effects from Bayesian methods that treat SNP effects as random effects from a heavy tailed prior...

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Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

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PMID: 25926276
DOI: 10.1186/s12711-014-0082-4
PMCID: PMC4415253

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